seasoned.info

A global ski resort database with AI-generated content and a real data-collection pipeline behind it — live, in production, operated like real software.

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seasoned.info/resorts/whistler-blackcomb
AI-written resort bios

AI-written resort bios

Every resort page reads like it was written by someone who's actually lived there — because the AI pipeline is built to write it that way. Generated with Claude Haiku and Perplexity Sonar for live web data, not templated copy filling in blanks.

seasoned.info/resorts/whistler-blackcomb
Living costs, seasonaire scene, the real picture

Living costs, seasonaire scene, the real picture

Rent, staff housing, the actual social scene — the kind of detail a seasonal worker needs before committing to a season, not marketing copy about powder days.

seasoned.info
Built around what actually matters

Built around what actually matters

Skiable terrain, season length, snowfall, airport distance, vibes, cost of living — the six things someone spending a whole season needs to compare, not a generic star rating.

The AI & backend

Fail-closed AI moderation

Photo and review moderation that never silently approves on error — every failure path rejects or flags for a human.

Two-stage correction pipeline

User-submitted corrections get an AI research pass, then a review queue before anything changes live data.

Numbered data-scraping pipeline

A structured pipeline of scraper scripts collecting salary data, qualitative ratings, and more — not a one-off script.

Admin moderation dashboards

Dedicated internal tools for reviewing photos, comments, and AI correction suggestions before they go live.

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